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Numerical Computation of Optimal Control Problems with Atangana–Baleanu Fractional Derivatives.

Authors :
Liu, Chongyang
Yu, Changjun
Gong, Zhaohua
Cheong, Huey Tyng
Teo, Kok Lay
Source :
Journal of Optimization Theory & Applications. May2023, Vol. 197 Issue 2, p798-816. 19p.
Publication Year :
2023

Abstract

In this paper, a computational method is proposed for solving a class of fractional optimal control problems subject to canonical constraints of equality and inequality. Fractional derivatives are described in the Atangana–Baleanu-Caputo sense, and their fractional orders can be different. To solve this problem, we present a discretization scheme based on the trapezoidal rule and a novel numerical integration technique. Then, the gradient formulas of the cost and constraint functions with respect to the decision variables are derived. Furthermore, a gradient-based optimization algorithm for solving the discretized optimal control problem is developed. Finally, the applicability and effectiveness of the proposed algorithm are verified through three non-trivial example problems. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00223239
Volume :
197
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Optimization Theory & Applications
Publication Type :
Academic Journal
Accession number :
163800426
Full Text :
https://doi.org/10.1007/s10957-023-02212-5